Toll Collection System Based on Number Plate Recognition System

Description

This project presents the design and development of an Toll Collection System based on Automatic Number Plate Recognition (ANPR) tailored for Nepal, where number plates appear in both embossed English characters and Devanagari script. The system aims to automate toll fee collection, reduce human involvement, and minimize traffic congestion at toll booths. A two-stage pipeline is employed: YOLOv8n (nano) is used for number plate detection, followed by EasyOCR for character recognition.